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GUIDED VALIDATION BRIEF

[Feature]: 建议优化内网部署版本

Evidence observed in THU-MAIC/OpenMAIC, a General AI project.

5 comments0 positive reactions114 days openProject Radar 94
enhancement
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DEMAND CONFIDENCE

REPEATED ACROSS 3 PROJECTS

Related friction appears in 3 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Project strength and demand confidence are measured separately.
SOURCE EVIDENCE

Start with what users actually said

Reporter context: Problem or Motivation 在企业内网(未连接互联网)部署后,如果将网页版openmaic生成的课程导入,无法正常显示图片,无法正常使用小程序。内网上直接生成的课程无法通过链接分享给内网上的其他用户,数据只能保存本电脑的浏览器中,或者只能导出后发给其他用户。 Proposed Solution 建议优化公网网页版生成的课程内容及导出方式,增加导出内网版,即将文件中的公网资源替换为内网中可以使用的资源。建议本地部署版增加服务器保存方式,方便直接分享链接给其他用户使用,也方便内网用户将所有课程汇总到一个企业培训网页。 Alternatives Considered No response Area Classroom…Excerpted from the public Issue. Read the complete thread before interpreting it.

Read original GitHub Issue ↗
GENERAL AI VALIDATION LENS

Recruit: Recruit people who can show a recent, concrete example of the problem.

Guardrail: Measure behavior in the real workflow and keep a human review step for consequential actions.

01 · Product Capability workflows

Write the problem hypothesis

For [specific user], completing [job] is difficult because [missing capability], causing [measurable consequence].

You can name one user, one situation and one measurable consequence without proposing a feature.
02 · EVIDENCE INTERVIEW

Interview five people affected by this workflow

  • When did you last need this?
  • What outcome were you trying to reach?
  • What did you use instead?
  • How often does this occur?
  • What commitment would prove it matters?
At least three people independently describe the same painful workflow with recent examples.
03 · MINIMUM TEST

Run the smallest experiment

Deliver the outcome manually or with a narrow prototype before building a reusable feature.

A user completes the real workflow and commits time, data, distribution or budget to repeat it.Measure behavior in the real workflow and keep a human review step for consequential actions.
04 · DECISION GATE

Make a build decision

  • Build: repeated pain and active commitment
  • Narrow: pain is real but the audience or job differs
  • Stop: weak frequency or no behavioral proof
Do not let GitHub engagement replace direct validation.

Why this brief exists

Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.